Period
to 25 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Scala skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Scala over the 6 months to 25 June 2018 with a comparison to the same period in the previous 2 years.

Scala
England > Yorkshire
6 months to
25 Jun 2018
Same period 2017 Same period 2016
Rank 219 222 266
Rank change year-on-year +3 +44 +86
Permanent jobs citing Scala 86 119 97
As % of all permanent IT jobs advertised in Yorkshire 0.89% 1.11% 0.80%
As % of the Programming Languages category 1.66% 1.99% 1.54%
Number of salaries quoted 63 108 79
Yorkshire median annual salary £50,000 £60,000 £52,500
Median salary % change year-on-year -16.67% +14.29% +3.45%
10th Percentile £38,750 £38,850 £37,500
90th Percentile £66,250 £63,625 £80,000
England median annual salary £70,000 £65,000 £62,500
% change year-on-year +7.69% +4.00% +4.17%

Scala is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for coding skills.

All Programming Languages
Yorkshire
Permanent vacancies with a requirement for coding skills 5,187 5,971 6,288
As % of all permanent IT jobs advertised in Yorkshire 53.45% 55.72% 52.10%
Number of salaries quoted 4,529 5,210 5,324
Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +5.26%
10th Percentile £27,500 £27,000 £26,265
90th Percentile £60,000 £60,000 £57,250
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Scala
Job Vacancy Trend in Yorkshire

Job postings citing Scala as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for Scala in Yorkshire

Scala
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Scala in Yorkshire.

Salary trend for Scala in Yorkshire

Scala
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Scala in Yorkshire over the 6 months to 25 June 2018.

Salary histogram for Scala in Yorkshire

Scala
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the Yorkshire region over the 6 months to 25 June 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +49 82 £50,000 - 16
South Yorkshire -37 14 £46,250 -22.92% 4
Scala
England

For the 6 months to 25 June 2018, IT jobs citing Scala also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Yorkshire region with a requirement for Scala.

1 83 (96.51%) Agile Software Development
2 78 (90.70%) Java
3 50 (58.14%) TDD
4 44 (51.16%) MySQL
5 38 (44.19%) Spring
5 38 (44.19%) MongoDB
5 38 (44.19%) Spring Boot
6 33 (38.37%) BDD
6 33 (38.37%) PHP
7 31 (36.05%) Python
7 31 (36.05%) Docker
8 30 (34.88%) C#
9 29 (33.72%) Kubernetes
10 28 (32.56%) JavaScript
10 28 (32.56%) Oracle
10 28 (32.56%) Finance
11 27 (31.40%) Retail
12 26 (30.23%) Go
13 25 (29.07%) Continuous Integration
14 24 (27.91%) Jenkins
14 24 (27.91%) AngularJS
14 24 (27.91%) React
15 23 (26.74%) DevOps
15 23 (26.74%) Amazon AWS
16 22 (25.58%) HTML
17 21 (24.42%) Node.js
17 21 (24.42%) Software Engineering
18 20 (23.26%) Apache Cassandra
18 20 (23.26%) CSS
19 19 (22.09%) Ruby

Scala
Co-occurring IT Skills in Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 3 (3.49%) Apache Spark
2 2 (2.33%) BizTalk Server
2 2 (2.33%) Tomcat
3 1 (1.16%) Apache Pig
3 1 (1.16%) SAS
Cloud Services
1 23 (26.74%) Amazon AWS
2 7 (8.14%) Microsoft Azure
3 4 (4.65%) G Suite
3 4 (4.65%) Office 365
3 4 (4.65%) Slack
4 2 (2.33%) Google Cloud Platform
4 2 (2.33%) Loggly
4 2 (2.33%) Sumo Logic
5 1 (1.16%) GitHub
Database & Business Intelligence
1 44 (51.16%) MySQL
2 38 (44.19%) MongoDB
3 20 (23.26%) Apache Cassandra
4 15 (17.44%) Riak
5 11 (12.79%) Hadoop
6 10 (11.63%) NoSQL
7 9 (10.47%) Apache Hive
8 8 (9.30%) HBase
9 6 (6.98%) Big Data
9 6 (6.98%) Data Lake
9 6 (6.98%) Data Warehouse
9 6 (6.98%) Impala
9 6 (6.98%) MOLAP
9 6 (6.98%) OLAP
9 6 (6.98%) ROLAP
9 6 (6.98%) Sqoop
10 4 (4.65%) Redis
11 2 (2.33%) Pentaho
11 2 (2.33%) Relational Database
12 1 (1.16%) QlikView
Development Applications
1 24 (27.91%) Jenkins
2 14 (16.28%) Atlassian Bamboo
2 14 (16.28%) Buildbot
2 14 (16.28%) Cucumber
2 14 (16.28%) Ranorex
2 14 (16.28%) Selenium
3 10 (11.63%) Appium
3 10 (11.63%) Gatling
3 10 (11.63%) JMeter
3 10 (11.63%) NeoLoad
3 10 (11.63%) SoapUI
3 10 (11.63%) WATIR
3 10 (11.63%) WebLOAD
4 7 (8.14%) Maven
5 6 (6.98%) Git (software)
6 2 (2.33%) CA Release Automation
7 1 (1.16%) Mercurial
General
1 28 (32.56%) Finance
2 27 (31.40%) Retail
3 10 (11.63%) Legal
4 4 (4.65%) Multimedia
5 2 (2.33%) Marketing
6 1 (1.16%) Back Office
Job Titles
1 68 (79.07%) Developer
2 44 (51.16%) Java Developer
3 14 (16.28%) .NET Developer
3 14 (16.28%) Developer in Test
4 13 (15.12%) Senior .NET Developer
4 13 (15.12%) Senior Developer
5 12 (13.95%) Consultant
5 12 (13.95%) Mid-Level .NET Developer
6 11 (12.79%) Lead Developer
7 10 (11.63%) Agile Developer
7 10 (11.63%) Agile Java Developer
7 10 (11.63%) Java Consultant
7 10 (11.63%) Java Developer in Test
7 10 (11.63%) Java Scala Developer
7 10 (11.63%) SC Cleared Java Developer
7 10 (11.63%) Scala Developer
7 10 (11.63%) Test Automation Consultant
7 10 (11.63%) Test Automation Developer
7 10 (11.63%) Test Consultant
8 7 (8.14%) Lead Java Developer
Libraries, Frameworks & Software Standards
1 38 (44.19%) Spring
1 38 (44.19%) Spring Boot
2 24 (27.91%) AngularJS
2 24 (27.91%) React
3 22 (25.58%) HTML
4 21 (24.42%) Node.js
5 20 (23.26%) CSS
6 19 (22.09%) Dropwizard
7 16 (18.60%) .NET
7 16 (18.60%) Kafka
8 13 (15.12%) ASP.NET
8 13 (15.12%) ASP.NET MVC
9 12 (13.95%) RabbitMQ
10 8 (9.30%) JSON
10 8 (9.30%) REST
10 8 (9.30%) SOAP
10 8 (9.30%) XML
11 6 (6.98%) XSD
12 5 (5.81%) jQuery
13 4 (4.65%) Web Services
Miscellaneous
1 6 (6.98%) Greenfield Project
1 6 (6.98%) Replication
1 6 (6.98%) Taxonomies
2 1 (1.16%) Analytical Skills
Processes & Methodologies
1 83 (96.51%) Agile Software Development
2 50 (58.14%) TDD
3 33 (38.37%) BDD
4 25 (29.07%) Continuous Integration
5 23 (26.74%) DevOps
6 21 (24.42%) Software Engineering
7 18 (20.93%) Microservices
8 17 (19.77%) Scrum
9 15 (17.44%) DSDM
9 15 (17.44%) Kanban
9 15 (17.44%) MVC
10 14 (16.28%) OOP
10 14 (16.28%) Software Testing
10 14 (16.28%) Test Automation
11 12 (13.95%) Mentoring
12 10 (11.63%) ETL
12 10 (11.63%) SDLC
13 8 (9.30%) MapReduce
14 7 (8.14%) Analytics
14 7 (8.14%) Open Source
Programming Languages
1 78 (90.70%) Java
2 33 (38.37%) PHP
3 31 (36.05%) Python
4 30 (34.88%) C#
5 28 (32.56%) JavaScript
6 26 (30.23%) Go
7 19 (22.09%) Ruby
8 18 (20.93%) Java 8
9 16 (18.60%) C++
10 15 (17.44%) Kotlin
11 14 (16.28%) C
12 7 (8.14%) R
13 6 (6.98%) SQL
14 3 (3.49%) T-SQL
15 2 (2.33%) Bash Shell
15 2 (2.33%) PL/SQL
16 1 (1.16%) Clojure
16 1 (1.16%) Groovy
Qualifications
1 10 (11.63%) SC Cleared
1 10 (11.63%) Security Cleared
2 5 (5.81%) AWS Certification
Quality Assurance & Compliance
1 15 (17.44%) QA
System Software
1 31 (36.05%) Docker
2 6 (6.98%) Apache Flume
2 6 (6.98%) HDFS
3 1 (1.16%) Virtual Machines
Systems Management
1 29 (33.72%) Kubernetes
2 12 (13.95%) Opscode Chef
3 6 (6.98%) Oozie
4 2 (2.33%) Cobbler
4 2 (2.33%) Nagios
4 2 (2.33%) Prometheus
4 2 (2.33%) Puppet
4 2 (2.33%) Rancher
4 2 (2.33%) Terraform
4 2 (2.33%) Tivoli
4 2 (2.33%) ZABBIX
5 1 (1.16%) Ambari
Vendors
1 28 (32.56%) Oracle
2 10 (11.63%) Microsoft
3 7 (8.14%) Google
4 3 (3.49%) Salesforce.com
5 2 (2.33%) Informatica
5 2 (2.33%) New Relic
5 2 (2.33%) Rackspace
5 2 (2.33%) Splunk
5 2 (2.33%) Talend
6 1 (1.16%) Platfora
6 1 (1.16%) Tableau